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Benchmarks
Calibration on GLD OOD-domains v2
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3.41
ECE
MD-TS
2.99
5.825
8.66
11.495
Jun 6, 2022
ECE
Updated 4d ago
Evaluation Results
Method
Method
Links
ECE
MD-TS
Architecture=ViT-Small
2022.06
3.41
MD-TS
Architecture=BiT-M-R50
2022.06
3.53
TS
Architecture=ViT-Small
2022.06
3.89
TS
Architecture=BiT-M-R50
2022.06
4.18
MD-TS
Architecture=ResNet-50
2022.06
6.14
TS
Architecture=ResNet-50
2022.06
7.1
MSP
Architecture=ViT-Small
2022.06
7.79
MSP
Architecture=ResNet-50
2022.06
8.9
MD-TS
Architecture=ViT-Small
2022.06
9.01
MD-TS
Architecture=BiT-M-R50
2022.06
9.16
TS
Architecture=ViT-Small
2022.06
9.65
MD-TS
Architecture=ResNet-50
2022.06
9.76
TS
Architecture=BiT-M-R50
2022.06
9.83
TS
Architecture=ResNet-50
2022.06
10.75
MSP
Architecture=ViT-Small
2022.06
11
MSP
Architecture=ResNet-50
2022.06
11.36
MSP
Architecture=BiT-M-R50
2022.06
12.25
MSP
Architecture=BiT-M-R50
2022.06
13.91
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